Q) The following table gives the distribution of the life time of 400 neon lamps.
Find the median lifetime of a lamp.
Ans: Let’s re-organize the data in the frequency table to find out each part:
To find the median, we need to identify middle value of the data. Let’s rearrange the data:
- First, we need to find the cumulative frequency in the frequency table to find the median. Its shown in last column.
- Next, Total number of lamps or Sum of the frequencies = 400. It shown in the last row of middle column.
- Next, we need to identify Median Class. Since the Median class is the class where the cumulative frequency crosses 50% of the half the total number of lamps, here in the table, Cumulative frequency of 216 is crossing 50% of frequency i.e. 200, at class “3000 – 3500”.
- Hence, our Median class = 3000 – 3500
- Next, To find the median value, we use the formula:
Median = L+x h
Here:
L = Lower boundary of the median class = 3000
n = Total number of sub-divisions = 400
= Cumulative frequency of the class before the median class = 130
f = Frequency of the median class = 86
h = Class width = 3500 – 3000 = 500
hence, the Median = 3000 + x 500
⇒ 3000 + [(200 – 130)] x
⇒ 3000 +
⇒ 3000 + 406.98
⇒ 3406.98 hours
Therefore, Median life of the lamp is 3,406.98 hours.
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